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Probabilistic Methods and Distributed Information - Rudolf Ahlswede's Lectures on Information Theory 5 (Hardcover, 1st ed. 2019)
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Probabilistic Methods and Distributed Information - Rudolf Ahlswede's Lectures on Information Theory 5 (Hardcover, 1st ed. 2019)
Series: Foundations in Signal Processing, Communications and Networking, 15
Expected to ship within 10 - 15 working days
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The fifth volume of Rudolf Ahlswede's lectures on Information
Theory focuses on several problems that were at the heart of a lot
of his research. One of the highlights of the entire lecture note
series is surely Part I of this volume on arbitrarily varying
channels (AVC), a subject in which Ahlswede was probably the
world's leading expert. Appended to Part I is a survey by Holger
Boche and Ahmed Mansour on recent results concerning AVC and
arbitrarily varying wiretap channels (AVWC). After a short Part II
on continuous data compression, Part III, the longest part of the
book, is devoted to distributed information. This Part includes
discussions on a variety of related topics; among them let us
emphasize two which are famously associated with Ahlswede:
"multiple descriptions", on which he produced some of the best
research worldwide, and "network coding", which had Ahlswede among
the authors of its pioneering paper. The final Part IV on
"Statistical Inference under Communication constraints" is mainly
based on Ahlswede's joint paper with Imre Csiszar, which received
the Best Paper Award of the IEEE Information Theory Society. The
lectures presented in this work, which consists of 10 volumes, are
suitable for graduate students in Mathematics, and also for those
working in Theoretical Computer Science, Physics, and Electrical
Engineering with a background in basic Mathematics. The lectures
can be used either as the basis for courses or to supplement them
in many ways. Ph.D. students will also find research problems,
often with conjectures, that offer potential subjects for a thesis.
More advanced researchers may find questions which form the basis
of entire research programs.
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